{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "29e7c712-7155-420c-8d09-f912d646d9e9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "模拟订单数据条数： 30257\n",
      "校验通过：汇总表与 Excel 中的表格完全一致！\n",
      "   区域  2022销量  2021销量 同比去年\n",
      "0  华北    2354    2021  16%\n",
      "1  华南    1902    1563  22%\n",
      "2  东北    3524    3213  10%\n",
      "3  西北    2698    2531   7%\n",
      "4  西南    2896    2631  10%\n",
      "5  华东    2563    2361   9%\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import random\n",
    "from datetime import datetime\n",
    "from faker import Faker\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# ===================== 1. 全局设置（中文字体 & 颜色） =====================\n",
    "plt.rcParams['font.sans-serif'] = ['Microsoft YaHei']  # 显示中文\n",
    "plt.rcParams['axes.unicode_minus'] = False             # 负号正常显示\n",
    "\n",
    "fake = Faker(\"zh_CN\")\n",
    "random.seed(42)\n",
    "\n",
    "# ===================== 2. 目标汇总表（必须与 Excel 一致） =====================\n",
    "regions = [\"华北\", \"华南\", \"东北\", \"西北\", \"西南\", \"华东\"]\n",
    "\n",
    "sales_2022 = [2354, 1902, 3524, 2698, 2896, 2563]\n",
    "sales_2021 = [2021, 1563, 3213, 2531, 2631, 2361]\n",
    "\n",
    "# 用于控制生成数据的“销量总量”，按数量求和\n",
    "TARGETS = {\n",
    "    region: {\"2022\": s22, \"2021\": s21}\n",
    "    for region, s22, s21 in zip(regions, sales_2022, sales_2021)\n",
    "}\n",
    "\n",
    "# 区域 -> 省份映射（为了更真实一点）\n",
    "REGION_PROVINCES = {\n",
    "    \"华北\": [\"北京\", \"天津\", \"河北\", \"山西\", \"内蒙古\"],\n",
    "    \"华南\": [\"广东\", \"广西\", \"海南\"],\n",
    "    \"东北\": [\"辽宁\", \"吉林\", \"黑龙江\"],\n",
    "    \"西北\": [\"陕西\", \"甘肃\", \"青海\", \"宁夏\", \"新疆\"],\n",
    "    \"西南\": [\"重庆\", \"四川\", \"贵州\", \"云南\", \"西藏\"],\n",
    "    \"华东\": [\"上海\", \"江苏\", \"浙江\", \"安徽\", \"福建\", \"江西\", \"山东\"],\n",
    "}\n",
    "\n",
    "# ===================== 3. 生成符合 erp_order 结构的模拟数据 =====================\n",
    "def generate_erp_orders():\n",
    "    rows = []\n",
    "    order_id = 1\n",
    "\n",
    "    for region in regions:\n",
    "        for year in [\"2021\", \"2022\"]:\n",
    "            qty_total = TARGETS[region][year]     # 该区域该年的总销量（按数量计）\n",
    "            # 为了简单，每个“订单行” quantity=1，这样生成 qty_total 条记录即可\n",
    "            for _ in range(qty_total):\n",
    "                # 时间：只取上半年，方便对应“上半年销量”\n",
    "                if year == \"2021\":\n",
    "                    start = datetime(2021, 1, 1)\n",
    "                    end = datetime(2021, 6, 30, 23, 59, 59)\n",
    "                else:\n",
    "                    start = datetime(2022, 1, 1)\n",
    "                    end = datetime(2022, 6, 30, 23, 59, 59)\n",
    "\n",
    "                order_time = fake.date_time_between_dates(\n",
    "                    datetime_start=start, datetime_end=end\n",
    "                )\n",
    "                # 支付时间 ≥ 下单时间，发货时间 ≥ 支付时间\n",
    "                payment_date = order_time\n",
    "                shipping_date = order_time\n",
    "\n",
    "                unit_price = round(random.uniform(80, 300), 2)\n",
    "                quantity = 1                      # 用数量 1 保证累计销量精确可控\n",
    "                product_amount = round(unit_price * quantity, 2)\n",
    "\n",
    "                province = random.choice(REGION_PROVINCES[region])\n",
    "                city = fake.city_name()\n",
    "\n",
    "                row = {\n",
    "                    \"id\": order_id,\n",
    "                    \"internal_order_number\": fake.uuid4(),\n",
    "                    \"online_order_number\": fake.uuid4(),\n",
    "                    \"store_name\": random.choice([\"旗舰店\", \"直营店\", \"折扣店\"]),\n",
    "                    \"full_channel_user_id\": fake.uuid4(),\n",
    "                    \"shipping_date\": shipping_date,\n",
    "                    \"payment_date\": payment_date,\n",
    "                    \"payable_amount\": product_amount,\n",
    "                    \"paid_amount\": product_amount,\n",
    "                    \"status\": \"已完成\",\n",
    "                    \"consignee\": fake.name(),\n",
    "                    \"spu\": f\"SPU{random.randint(1000, 9999)}\",\n",
    "                    \"order_time\": order_time,\n",
    "                    \"province\": province,\n",
    "                    \"city\": city,\n",
    "                    \"platform\": random.choice([\"天猫\", \"京东\", \"抖音\"]),\n",
    "                    \"sub_order_number\": fake.uuid4(),\n",
    "                    \"online_sub_order_number\": fake.uuid4(),\n",
    "                    \"original_online_order_number\": fake.uuid4(),\n",
    "                    \"sku\": f\"SKU{random.randint(100000, 999999)}\",\n",
    "                    \"quantity\": quantity,\n",
    "                    \"unit_price\": unit_price,\n",
    "                    \"product_name\": random.choice([\"连衣裙\", \"T恤\", \"衬衫\", \"裤子\"]),\n",
    "                    \"color_and_spec\": random.choice([\"黑色 M\", \"白色 L\", \"蓝色 S\"]),\n",
    "                    \"product_amount\": product_amount,\n",
    "                    \"original_price\": unit_price + random.randint(10, 80),\n",
    "                    \"is_gift\": \"否\",\n",
    "                    \"sub_order_status\": \"正常\",\n",
    "                    \"refund_status\": \"未申请退款\",\n",
    "                    \"registered_quantity\": quantity,\n",
    "                    \"actual_refund_quantity\": 0,\n",
    "                    # 为方便后续汇总，额外加一个“区域”字段（不影响 DB 结构理解）\n",
    "                    \"region\": region,\n",
    "                    \"year\": int(year),\n",
    "                }\n",
    "                rows.append(row)\n",
    "                order_id += 1\n",
    "\n",
    "    df = pd.DataFrame(rows)\n",
    "    return df\n",
    "\n",
    "df_erp = generate_erp_orders()\n",
    "print(\"模拟订单数据条数：\", len(df_erp))  # 应该是 3 万多条，远大于 1000\n",
    "\n",
    "# ===================== 4. 从明细中汇总出与 Excel 完全一致的表 =====================\n",
    "# 以“区域 + 年份”为维度，汇总销量（数量之和）\n",
    "agg = (\n",
    "    df_erp\n",
    "    .groupby([\"region\", \"year\"])[\"quantity\"]\n",
    "    .sum()\n",
    "    .unstack(\"year\")\n",
    "    .reset_index()\n",
    ")\n",
    "\n",
    "# 统一列名 & 排序\n",
    "agg.columns = [\"区域\", \"2021销量\", \"2022销量\"]\n",
    "agg = agg.set_index(\"区域\").loc[regions].reset_index()  # 按指定顺序排列区域\n",
    "\n",
    "# 为了和 Excel 一致，调换一下 2021 / 2022 列顺序\n",
    "agg = agg[[\"区域\", \"2022销量\", \"2021销量\"]]\n",
    "\n",
    "# 计算同比（按 2022/2021 - 1），并格式化为百分号字符串\n",
    "agg[\"同比去年\"] = (agg[\"2022销量\"] / agg[\"2021销量\"] - 1).apply(lambda x: f\"{x:.0%}\")\n",
    "\n",
    "# 构造目标 DataFrame，用于严谨校验\n",
    "summary_target = pd.DataFrame({\n",
    "    \"区域\": regions,\n",
    "    \"2022销量\": sales_2022,\n",
    "    \"2021销量\": sales_2021,\n",
    "    \"同比去年\": [\"16%\", \"22%\", \"10%\", \"7%\", \"10%\", \"9%\"],\n",
    "})\n",
    "\n",
    "# 严格校验：如果不完全一致，会抛出异常\n",
    "pd.testing.assert_frame_equal(\n",
    "    agg.reset_index(drop=True),\n",
    "    summary_target.reset_index(drop=True)\n",
    ")\n",
    "print(\"校验通过：汇总表与 Excel 中的表格完全一致！\")\n",
    "print(agg)\n",
    "\n",
    "# ===================== 5. 画图：复刻 Excel 风格的组合图 =====================\n",
    "x = np.arange(len(regions))\n",
    "width = 0.32\n",
    "\n",
    "fig, ax1 = plt.subplots(figsize=(10, 5), dpi=120)\n",
    "\n",
    "# 深色背景\n",
    "fig.patch.set_facecolor(\"#071633\")\n",
    "ax1.set_facecolor(\"#071633\")\n",
    "\n",
    "# 2022、2021 柱形图\n",
    "bars_2022 = ax1.bar(x - width/2, agg[\"2022销量\"],\n",
    "                    width=width,\n",
    "                    label=\"2022\",\n",
    "                    color=\"#1f78ff\")\n",
    "bars_2021 = ax1.bar(x + width/2, agg[\"2021销量\"],\n",
    "                    width=width,\n",
    "                    label=\"2021\",\n",
    "                    color=\"#ff5b7f\")\n",
    "\n",
    "# 在柱子顶部标注数值\n",
    "for bar in list(bars_2022) + list(bars_2021):\n",
    "    height = bar.get_height()\n",
    "    ax1.text(\n",
    "        bar.get_x() + bar.get_width()/2,\n",
    "        height + 40,     # 往上留一点空间\n",
    "        f\"{int(height)}\",\n",
    "        ha=\"center\",\n",
    "        va=\"bottom\",\n",
    "        fontsize=9,\n",
    "        color=\"white\"\n",
    "    )\n",
    "\n",
    "# 第二个坐标轴画同比折线\n",
    "ax2 = ax1.twinx()\n",
    "yoy_values = (agg[\"2022销量\"] / agg[\"2021销量\"] - 1) * 100  # 转为百分比\n",
    "\n",
    "line = ax2.plot(x, yoy_values,\n",
    "                marker=\"o\",\n",
    "                linewidth=2.5,\n",
    "                color=\"#ffd54a\")[0]\n",
    "\n",
    "# 折线上方标注百分比\n",
    "for xi, yi in zip(x, yoy_values):\n",
    "    ax2.text(\n",
    "        xi,\n",
    "        yi + 1.5,\n",
    "        f\"{yi:.0f}%\",\n",
    "        ha=\"center\",\n",
    "        va=\"bottom\",\n",
    "        fontsize=10,\n",
    "        color=\"#ffd54a\"\n",
    "    )\n",
    "\n",
    "# 坐标轴和刻度样式\n",
    "ax1.set_xticks(x)\n",
    "ax1.set_xticklabels(regions, fontsize=11, color=\"white\")\n",
    "ax1.tick_params(axis=\"y\", labelcolor=\"white\")\n",
    "ax2.tick_params(axis=\"y\", labelcolor=\"#ffd54a\")\n",
    "\n",
    "# 去掉多余的边框，只保留底部\n",
    "for spine in [\"top\", \"right\"]:\n",
    "    ax1.spines[spine].set_visible(False)\n",
    "    ax2.spines[spine].set_visible(False)\n",
    "\n",
    "ax1.spines[\"bottom\"].set_color(\"#a0a8c0\")\n",
    "ax1.spines[\"left\"].set_color(\"#a0a8c0\")\n",
    "\n",
    "# 主标题 & 副标题\n",
    "fig.suptitle(\n",
    "    \"上半年各月商品销量同比去年情况\",\n",
    "    fontsize=20,\n",
    "    fontweight=\"bold\",\n",
    "    color=\"white\",\n",
    "    x=0.5,\n",
    "    y=0.96,\n",
    ")\n",
    "\n",
    "fig.text(\n",
    "    0.5,\n",
    "    0.85,\n",
    "    \"2022年相较于2021年销量都有提升，半年整体提升17%\",\n",
    "    fontsize=12,\n",
    "    color=\"white\",\n",
    "    ha=\"center\",\n",
    ")\n",
    "\n",
    "# 图例放在右下角，类似按钮样式\n",
    "legend = ax1.legend(loc=\"upper right\", fontsize=10, frameon=True)\n",
    "frame = legend.get_frame()\n",
    "frame.set_facecolor(\"#071633\")\n",
    "frame.set_edgecolor(\"white\")\n",
    "\n",
    "# 脚注\n",
    "fig.text(\n",
    "    0.02,\n",
    "    0.02,\n",
    "    \"*注：数据来源于公司销售系统，统计日期截至2022.06.30\",\n",
    "    fontsize=9,\n",
    "    color=\"#b0b8d0\",\n",
    ")\n",
    "\n",
    "plt.tight_layout(rect=[0, 0.05, 1, 0.88])\n",
    "plt.show()\n"
   ]
  },
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   "cell_type": "code",
   "execution_count": null,
   "id": "e8e7d05b-b604-42ab-84f5-0b5d9e7793a3",
   "metadata": {},
   "outputs": [],
   "source": []
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